Title :
Self-organizing control of unidirectionally coupled heterogeneous agents with information request
Author :
Schuh, Rene ; Lunze, Jan
Author_Institution :
Inst. of Autom. & Comput. Control, Ruhr-Univ. Bochum, Bochum, Germany
Abstract :
This paper presents a self-organizing networked controller for command tracking of multi-agent systems. The agents have individual dynamics, are unidirectionally coupled within a basic communication structure and have to follow a command signal. To avoid large control errors and simultaneously reduce the communication effort, the agents request additional information from other agents, if their local control error exceeds a given bound. As a consequence, the communication topology of the overall system is adjusted to the current control task and, as a result of the self-organization, presents an image of the acting command signal at all times. A quantitative bound of the control error is derived in dependence upon the choice of the information activation condition. An algorithm for designing the communication structure and the activation condition for requesting additional information is presented. The approach is demonstrated by its application to a robot formation problem.
Keywords :
multi-agent systems; multi-robot systems; networked control systems; self-adjusting systems; activation condition; basic communication structure; command signal; command tracking; communication topology; information activation condition; information request; local control error; multi-agent systems; robot formation problem; self-organizing networked controller; unidirectionally coupled heterogeneous agents; Communication networks; Multi-agent systems; Signal generators; Switches; Synchronization; Vectors;
Conference_Titel :
Decision and Control (CDC), 2014 IEEE 53rd Annual Conference on
Conference_Location :
Los Angeles, CA
Print_ISBN :
978-1-4799-7746-8
DOI :
10.1109/CDC.2014.7039763